{"id":"W4382361506","doi":"10.1016/j.ssmqr.2023.100303","title":"How healthcare professionals transition from being self-employed to being employees: The case of French medical biologists","year":2023,"lang":"en","type":"article","venue":"SSM - Qualitative Research in Health","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"","keywords":"Compromise; Perspective (graphical); Health care; Public relations; Order (exchange); Business; Scale (ratio); Health professionals; Marketing; Political science; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01130129,0.0007067194,0.0007002134,0.002407705,0.02780103,0.009443317,0.002270486,0.006897639,0.003719522],"category_scores_gemma":[0.01798346,0.0007963052,0.0006587521,0.001716293,0.01665611,0.004718969,0.007452734,0.00617486,0.0006165583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01629768,"about_ca_system_score_gemma":0.01221124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08631921,"about_ca_topic_score_gemma":0.12697,"domain_scores_codex":[0.9838403,0.01009864,0.0003202637,0.0009827806,0.001126595,0.003631353],"domain_scores_gemma":[0.9840423,0.007475917,0.002030771,0.0004293912,0.001249393,0.004772142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002722248,0.00005689554,0.007534618,0.00005250183,0.000007776234,0.00669639,0.9771252,0.00003085246,0.0003676889,0.002748034,0.001787389,0.003565508],"study_design_scores_gemma":[0.000004236961,0.00003704419,0.002853934,0.0001022292,0.0000051009,0.001661753,0.9814889,0.00006522903,0.00007591622,0.0004475703,0.01323679,0.00002115723],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607052,0.001965114,0.0007709039,0.02920907,0.0002184561,0.00003979352,0.00002448169,0.00001797321,0.007049032],"genre_scores_gemma":[0.9899341,0.0010061,0.000382013,0.005732873,0.00008397078,0.00002782115,0.00002186658,0.00002010467,0.00279101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08631921,"threshold_uncertainty_score":0.1716335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1776236867142543,"score_gpt":0.4976509287847952,"score_spread":0.320027242070541,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}